german-jeopardy-mt5-base / trainer_state.json
Marvin
Initial commit
81ae232 unverified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 19.922713610991842,
"eval_steps": 500,
"global_step": 2900,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 0.0001,
"loss": 5.5131,
"step": 145
},
{
"epoch": 1.0,
"eval_bleu": 6.2485,
"eval_bp": 0.7216,
"eval_counts_1": 6032,
"eval_counts_2": 1668,
"eval_counts_3": 626,
"eval_counts_4": 216,
"eval_exact_match": 0.0018,
"eval_f1": 0.2406,
"eval_gen_len": 12.6166,
"eval_loss": 1.8697563409805298,
"eval_precisions_1": 37.6459,
"eval_precisions_2": 12.0703,
"eval_precisions_3": 5.3896,
"eval_precisions_4": 2.2952,
"eval_ref_len": 21250,
"eval_rouge1": 0.2485,
"eval_rouge2": 0.1011,
"eval_rougeL": 0.2368,
"eval_rougeLsum": 0.2366,
"eval_runtime": 467.1177,
"eval_samples_per_second": 4.718,
"eval_steps_per_second": 1.18,
"eval_sys_len": 16023,
"eval_totals_1": 16023,
"eval_totals_2": 13819,
"eval_totals_3": 11615,
"eval_totals_4": 9411,
"step": 145
},
{
"epoch": 2.0,
"learning_rate": 0.0001,
"loss": 2.3946,
"step": 291
},
{
"epoch": 2.0,
"eval_bleu": 10.8315,
"eval_bp": 0.7704,
"eval_counts_1": 7325,
"eval_counts_2": 2554,
"eval_counts_3": 1178,
"eval_counts_4": 558,
"eval_exact_match": 0.0145,
"eval_f1": 0.3148,
"eval_gen_len": 12.2582,
"eval_loss": 1.58878493309021,
"eval_precisions_1": 43.4641,
"eval_precisions_2": 17.4346,
"eval_precisions_3": 9.4656,
"eval_precisions_4": 5.4487,
"eval_ref_len": 21250,
"eval_rouge1": 0.3226,
"eval_rouge2": 0.1585,
"eval_rougeL": 0.31,
"eval_rougeLsum": 0.31,
"eval_runtime": 528.6481,
"eval_samples_per_second": 4.169,
"eval_steps_per_second": 1.042,
"eval_sys_len": 16853,
"eval_totals_1": 16853,
"eval_totals_2": 14649,
"eval_totals_3": 12445,
"eval_totals_4": 10241,
"step": 291
},
{
"epoch": 3.0,
"learning_rate": 0.0001,
"loss": 2.0101,
"step": 436
},
{
"epoch": 3.0,
"eval_bleu": 11.7891,
"eval_bp": 0.7812,
"eval_counts_1": 7623,
"eval_counts_2": 2764,
"eval_counts_3": 1304,
"eval_counts_4": 629,
"eval_exact_match": 0.0154,
"eval_f1": 0.3315,
"eval_gen_len": 12.6783,
"eval_loss": 1.4997321367263794,
"eval_precisions_1": 44.7307,
"eval_precisions_2": 18.6278,
"eval_precisions_3": 10.3214,
"eval_precisions_4": 6.0307,
"eval_ref_len": 21250,
"eval_rouge1": 0.3403,
"eval_rouge2": 0.1723,
"eval_rougeL": 0.3263,
"eval_rougeLsum": 0.3263,
"eval_runtime": 451.1882,
"eval_samples_per_second": 4.885,
"eval_steps_per_second": 1.221,
"eval_sys_len": 17042,
"eval_totals_1": 17042,
"eval_totals_2": 14838,
"eval_totals_3": 12634,
"eval_totals_4": 10430,
"step": 436
},
{
"epoch": 4.0,
"learning_rate": 0.0001,
"loss": 1.8073,
"step": 582
},
{
"epoch": 4.0,
"eval_bleu": 12.6068,
"eval_bp": 0.7588,
"eval_counts_1": 7728,
"eval_counts_2": 2916,
"eval_counts_3": 1415,
"eval_counts_4": 707,
"eval_exact_match": 0.0168,
"eval_f1": 0.3387,
"eval_gen_len": 12.2963,
"eval_loss": 1.4610050916671753,
"eval_precisions_1": 46.4033,
"eval_precisions_2": 20.1799,
"eval_precisions_3": 11.5548,
"eval_precisions_4": 7.0404,
"eval_ref_len": 21250,
"eval_rouge1": 0.3461,
"eval_rouge2": 0.1818,
"eval_rougeL": 0.3324,
"eval_rougeLsum": 0.3326,
"eval_runtime": 433.3953,
"eval_samples_per_second": 5.085,
"eval_steps_per_second": 1.271,
"eval_sys_len": 16654,
"eval_totals_1": 16654,
"eval_totals_2": 14450,
"eval_totals_3": 12246,
"eval_totals_4": 10042,
"step": 582
},
{
"epoch": 4.99,
"learning_rate": 0.0001,
"loss": 1.6851,
"step": 727
},
{
"epoch": 4.99,
"eval_bleu": 13.0784,
"eval_bp": 0.8004,
"eval_counts_1": 7964,
"eval_counts_2": 3059,
"eval_counts_3": 1483,
"eval_counts_4": 727,
"eval_exact_match": 0.0159,
"eval_f1": 0.3483,
"eval_gen_len": 12.7436,
"eval_loss": 1.4356882572174072,
"eval_precisions_1": 45.8201,
"eval_precisions_2": 20.1555,
"eval_precisions_3": 11.4314,
"eval_precisions_4": 6.7509,
"eval_ref_len": 21250,
"eval_rouge1": 0.3558,
"eval_rouge2": 0.1888,
"eval_rougeL": 0.3415,
"eval_rougeLsum": 0.3414,
"eval_runtime": 452.1483,
"eval_samples_per_second": 4.875,
"eval_steps_per_second": 1.219,
"eval_sys_len": 17381,
"eval_totals_1": 17381,
"eval_totals_2": 15177,
"eval_totals_3": 12973,
"eval_totals_4": 10769,
"step": 727
},
{
"epoch": 6.0,
"learning_rate": 0.0001,
"loss": 1.5642,
"step": 873
},
{
"epoch": 6.0,
"eval_bleu": 13.9065,
"eval_bp": 0.7987,
"eval_counts_1": 8299,
"eval_counts_2": 3224,
"eval_counts_3": 1592,
"eval_counts_4": 788,
"eval_exact_match": 0.0204,
"eval_f1": 0.3736,
"eval_gen_len": 12.9569,
"eval_loss": 1.4003357887268066,
"eval_precisions_1": 47.8301,
"eval_precisions_2": 21.2847,
"eval_precisions_3": 12.3001,
"eval_precisions_4": 7.3377,
"eval_ref_len": 21250,
"eval_rouge1": 0.3814,
"eval_rouge2": 0.2025,
"eval_rougeL": 0.3684,
"eval_rougeLsum": 0.3685,
"eval_runtime": 450.2054,
"eval_samples_per_second": 4.896,
"eval_steps_per_second": 1.224,
"eval_sys_len": 17351,
"eval_totals_1": 17351,
"eval_totals_2": 15147,
"eval_totals_3": 12943,
"eval_totals_4": 10739,
"step": 873
},
{
"epoch": 6.99,
"learning_rate": 0.0001,
"loss": 1.4756,
"step": 1018
},
{
"epoch": 6.99,
"eval_bleu": 14.9146,
"eval_bp": 0.8165,
"eval_counts_1": 8640,
"eval_counts_2": 3430,
"eval_counts_3": 1712,
"eval_counts_4": 879,
"eval_exact_match": 0.025,
"eval_f1": 0.3892,
"eval_gen_len": 13.1084,
"eval_loss": 1.3778630495071411,
"eval_precisions_1": 48.8992,
"eval_precisions_2": 22.1791,
"eval_precisions_3": 12.91,
"eval_precisions_4": 7.9497,
"eval_ref_len": 21250,
"eval_rouge1": 0.3971,
"eval_rouge2": 0.2133,
"eval_rougeL": 0.3828,
"eval_rougeLsum": 0.3826,
"eval_runtime": 753.2935,
"eval_samples_per_second": 2.926,
"eval_steps_per_second": 0.731,
"eval_sys_len": 17669,
"eval_totals_1": 17669,
"eval_totals_2": 15465,
"eval_totals_3": 13261,
"eval_totals_4": 11057,
"step": 1018
},
{
"epoch": 8.0,
"learning_rate": 0.0001,
"loss": 1.3792,
"step": 1164
},
{
"epoch": 8.0,
"eval_bleu": 14.8859,
"eval_bp": 0.8346,
"eval_counts_1": 8732,
"eval_counts_2": 3417,
"eval_counts_3": 1712,
"eval_counts_4": 871,
"eval_exact_match": 0.0245,
"eval_f1": 0.3917,
"eval_gen_len": 13.3748,
"eval_loss": 1.362410306930542,
"eval_precisions_1": 48.5219,
"eval_precisions_2": 21.6375,
"eval_precisions_3": 12.5994,
"eval_precisions_4": 7.6511,
"eval_ref_len": 21250,
"eval_rouge1": 0.4003,
"eval_rouge2": 0.2131,
"eval_rougeL": 0.3852,
"eval_rougeLsum": 0.3849,
"eval_runtime": 699.0977,
"eval_samples_per_second": 3.153,
"eval_steps_per_second": 0.788,
"eval_sys_len": 17996,
"eval_totals_1": 17996,
"eval_totals_2": 15792,
"eval_totals_3": 13588,
"eval_totals_4": 11384,
"step": 1164
},
{
"epoch": 9.0,
"learning_rate": 0.0001,
"loss": 1.3133,
"step": 1310
},
{
"epoch": 9.0,
"eval_bleu": 15.3264,
"eval_bp": 0.8161,
"eval_counts_1": 8804,
"eval_counts_2": 3500,
"eval_counts_3": 1754,
"eval_counts_4": 920,
"eval_exact_match": 0.025,
"eval_f1": 0.4,
"eval_gen_len": 13.2019,
"eval_loss": 1.3630096912384033,
"eval_precisions_1": 49.85,
"eval_precisions_2": 22.6435,
"eval_precisions_3": 13.2347,
"eval_precisions_4": 8.3265,
"eval_ref_len": 21250,
"eval_rouge1": 0.4078,
"eval_rouge2": 0.219,
"eval_rougeL": 0.3932,
"eval_rougeLsum": 0.3935,
"eval_runtime": 465.2887,
"eval_samples_per_second": 4.737,
"eval_steps_per_second": 1.184,
"eval_sys_len": 17661,
"eval_totals_1": 17661,
"eval_totals_2": 15457,
"eval_totals_3": 13253,
"eval_totals_4": 11049,
"step": 1310
},
{
"epoch": 10.0,
"learning_rate": 0.0001,
"loss": 1.261,
"step": 1455
},
{
"epoch": 10.0,
"eval_bleu": 16.0163,
"eval_bp": 0.8188,
"eval_counts_1": 8910,
"eval_counts_2": 3602,
"eval_counts_3": 1849,
"eval_counts_4": 1000,
"eval_exact_match": 0.0295,
"eval_f1": 0.4055,
"eval_gen_len": 13.1892,
"eval_loss": 1.3685479164123535,
"eval_precisions_1": 50.3134,
"eval_precisions_2": 23.2312,
"eval_precisions_3": 13.9012,
"eval_precisions_4": 9.0114,
"eval_ref_len": 21250,
"eval_rouge1": 0.4135,
"eval_rouge2": 0.223,
"eval_rougeL": 0.3991,
"eval_rougeLsum": 0.3992,
"eval_runtime": 491.3102,
"eval_samples_per_second": 4.486,
"eval_steps_per_second": 1.121,
"eval_sys_len": 17709,
"eval_totals_1": 17709,
"eval_totals_2": 15505,
"eval_totals_3": 13301,
"eval_totals_4": 11097,
"step": 1455
},
{
"epoch": 11.0,
"learning_rate": 0.0001,
"loss": 1.1897,
"step": 1601
},
{
"epoch": 11.0,
"eval_bleu": 16.3202,
"eval_bp": 0.849,
"eval_counts_1": 9096,
"eval_counts_2": 3690,
"eval_counts_3": 1902,
"eval_counts_4": 1012,
"eval_exact_match": 0.0281,
"eval_f1": 0.4121,
"eval_gen_len": 13.5077,
"eval_loss": 1.3638867139816284,
"eval_precisions_1": 49.8111,
"eval_precisions_2": 22.9806,
"eval_precisions_3": 13.7299,
"eval_precisions_4": 8.6874,
"eval_ref_len": 21250,
"eval_rouge1": 0.4201,
"eval_rouge2": 0.2289,
"eval_rougeL": 0.4059,
"eval_rougeLsum": 0.4057,
"eval_runtime": 536.9399,
"eval_samples_per_second": 4.105,
"eval_steps_per_second": 1.026,
"eval_sys_len": 18261,
"eval_totals_1": 18261,
"eval_totals_2": 16057,
"eval_totals_3": 13853,
"eval_totals_4": 11649,
"step": 1601
},
{
"epoch": 11.99,
"learning_rate": 0.0001,
"loss": 1.1453,
"step": 1746
},
{
"epoch": 11.99,
"eval_bleu": 16.4772,
"eval_bp": 0.8527,
"eval_counts_1": 9106,
"eval_counts_2": 3735,
"eval_counts_3": 1932,
"eval_counts_4": 1023,
"eval_exact_match": 0.0281,
"eval_f1": 0.4099,
"eval_gen_len": 13.8013,
"eval_loss": 1.3609519004821777,
"eval_precisions_1": 49.6808,
"eval_precisions_2": 23.1628,
"eval_precisions_3": 13.8783,
"eval_precisions_4": 8.7309,
"eval_ref_len": 21250,
"eval_rouge1": 0.4173,
"eval_rouge2": 0.2303,
"eval_rougeL": 0.4026,
"eval_rougeLsum": 0.4025,
"eval_runtime": 617.7899,
"eval_samples_per_second": 3.568,
"eval_steps_per_second": 0.892,
"eval_sys_len": 18329,
"eval_totals_1": 18329,
"eval_totals_2": 16125,
"eval_totals_3": 13921,
"eval_totals_4": 11717,
"step": 1746
},
{
"epoch": 13.0,
"learning_rate": 0.0001,
"loss": 1.0858,
"step": 1892
},
{
"epoch": 13.0,
"eval_bleu": 16.7204,
"eval_bp": 0.8649,
"eval_counts_1": 9245,
"eval_counts_2": 3778,
"eval_counts_3": 1955,
"eval_counts_4": 1049,
"eval_exact_match": 0.0322,
"eval_f1": 0.417,
"eval_gen_len": 13.8144,
"eval_loss": 1.3716095685958862,
"eval_precisions_1": 49.8222,
"eval_precisions_2": 23.1042,
"eval_precisions_3": 13.8182,
"eval_precisions_4": 8.7827,
"eval_ref_len": 21250,
"eval_rouge1": 0.4244,
"eval_rouge2": 0.2327,
"eval_rougeL": 0.409,
"eval_rougeLsum": 0.409,
"eval_runtime": 504.2774,
"eval_samples_per_second": 4.371,
"eval_steps_per_second": 1.093,
"eval_sys_len": 18556,
"eval_totals_1": 18556,
"eval_totals_2": 16352,
"eval_totals_3": 14148,
"eval_totals_4": 11944,
"step": 1892
},
{
"epoch": 13.99,
"learning_rate": 0.0001,
"loss": 1.0472,
"step": 2037
},
{
"epoch": 13.99,
"eval_bleu": 16.6825,
"eval_bp": 0.8519,
"eval_counts_1": 9166,
"eval_counts_2": 3756,
"eval_counts_3": 1946,
"eval_counts_4": 1054,
"eval_exact_match": 0.0309,
"eval_f1": 0.4143,
"eval_gen_len": 13.8099,
"eval_loss": 1.3770091533660889,
"eval_precisions_1": 50.0464,
"eval_precisions_2": 23.3133,
"eval_precisions_3": 13.993,
"eval_precisions_4": 9.0062,
"eval_ref_len": 21250,
"eval_rouge1": 0.4216,
"eval_rouge2": 0.2311,
"eval_rougeL": 0.4068,
"eval_rougeLsum": 0.4067,
"eval_runtime": 581.2707,
"eval_samples_per_second": 3.792,
"eval_steps_per_second": 0.948,
"eval_sys_len": 18315,
"eval_totals_1": 18315,
"eval_totals_2": 16111,
"eval_totals_3": 13907,
"eval_totals_4": 11703,
"step": 2037
},
{
"epoch": 15.0,
"learning_rate": 0.0001,
"loss": 0.9953,
"step": 2183
},
{
"epoch": 15.0,
"eval_bleu": 17.3937,
"eval_bp": 0.842,
"eval_counts_1": 9342,
"eval_counts_2": 3926,
"eval_counts_3": 2046,
"eval_counts_4": 1108,
"eval_exact_match": 0.0327,
"eval_f1": 0.4258,
"eval_gen_len": 13.5023,
"eval_loss": 1.3880597352981567,
"eval_precisions_1": 51.5222,
"eval_precisions_2": 24.6484,
"eval_precisions_3": 14.9082,
"eval_precisions_4": 9.6181,
"eval_ref_len": 21250,
"eval_rouge1": 0.4328,
"eval_rouge2": 0.2418,
"eval_rougeL": 0.4171,
"eval_rougeLsum": 0.4171,
"eval_runtime": 718.2329,
"eval_samples_per_second": 3.069,
"eval_steps_per_second": 0.767,
"eval_sys_len": 18132,
"eval_totals_1": 18132,
"eval_totals_2": 15928,
"eval_totals_3": 13724,
"eval_totals_4": 11520,
"step": 2183
},
{
"epoch": 16.0,
"learning_rate": 0.0001,
"loss": 0.9509,
"step": 2329
},
{
"epoch": 16.0,
"eval_bleu": 17.1618,
"eval_bp": 0.871,
"eval_counts_1": 9330,
"eval_counts_2": 3894,
"eval_counts_3": 2024,
"eval_counts_4": 1084,
"eval_exact_match": 0.0313,
"eval_f1": 0.4198,
"eval_gen_len": 13.956,
"eval_loss": 1.401639461517334,
"eval_precisions_1": 49.9679,
"eval_precisions_2": 23.6459,
"eval_precisions_3": 14.1896,
"eval_precisions_4": 8.9884,
"eval_ref_len": 21250,
"eval_rouge1": 0.4269,
"eval_rouge2": 0.237,
"eval_rougeL": 0.4123,
"eval_rougeLsum": 0.4122,
"eval_runtime": 632.3222,
"eval_samples_per_second": 3.486,
"eval_steps_per_second": 0.871,
"eval_sys_len": 18672,
"eval_totals_1": 18672,
"eval_totals_2": 16468,
"eval_totals_3": 14264,
"eval_totals_4": 12060,
"step": 2329
},
{
"epoch": 17.0,
"learning_rate": 0.0001,
"loss": 0.9183,
"step": 2474
},
{
"epoch": 17.0,
"eval_bleu": 16.995,
"eval_bp": 0.8606,
"eval_counts_1": 9303,
"eval_counts_2": 3824,
"eval_counts_3": 1979,
"eval_counts_4": 1084,
"eval_exact_match": 0.0327,
"eval_f1": 0.4199,
"eval_gen_len": 13.7854,
"eval_loss": 1.4152026176452637,
"eval_precisions_1": 50.3518,
"eval_precisions_2": 23.5005,
"eval_precisions_3": 14.0674,
"eval_precisions_4": 9.1369,
"eval_ref_len": 21250,
"eval_rouge1": 0.4269,
"eval_rouge2": 0.2345,
"eval_rougeL": 0.4121,
"eval_rougeLsum": 0.4122,
"eval_runtime": 466.5423,
"eval_samples_per_second": 4.724,
"eval_steps_per_second": 1.181,
"eval_sys_len": 18476,
"eval_totals_1": 18476,
"eval_totals_2": 16272,
"eval_totals_3": 14068,
"eval_totals_4": 11864,
"step": 2474
},
{
"epoch": 18.0,
"learning_rate": 0.0001,
"loss": 0.8696,
"step": 2620
},
{
"epoch": 18.0,
"eval_bleu": 16.9541,
"eval_bp": 0.8554,
"eval_counts_1": 9184,
"eval_counts_2": 3798,
"eval_counts_3": 1993,
"eval_counts_4": 1085,
"eval_exact_match": 0.034,
"eval_f1": 0.4148,
"eval_gen_len": 13.726,
"eval_loss": 1.44040048122406,
"eval_precisions_1": 49.9701,
"eval_precisions_2": 23.4807,
"eval_precisions_3": 14.2653,
"eval_precisions_4": 9.2207,
"eval_ref_len": 21250,
"eval_rouge1": 0.4218,
"eval_rouge2": 0.2333,
"eval_rougeL": 0.4076,
"eval_rougeLsum": 0.4074,
"eval_runtime": 470.6343,
"eval_samples_per_second": 4.683,
"eval_steps_per_second": 1.171,
"eval_sys_len": 18379,
"eval_totals_1": 18379,
"eval_totals_2": 16175,
"eval_totals_3": 13971,
"eval_totals_4": 11767,
"step": 2620
},
{
"epoch": 19.0,
"learning_rate": 0.0001,
"loss": 0.8389,
"step": 2765
},
{
"epoch": 19.0,
"eval_bleu": 17.67,
"eval_bp": 0.8885,
"eval_counts_1": 9476,
"eval_counts_2": 4000,
"eval_counts_3": 2092,
"eval_counts_4": 1139,
"eval_exact_match": 0.0299,
"eval_f1": 0.4239,
"eval_gen_len": 14.2064,
"eval_loss": 1.4360300302505493,
"eval_precisions_1": 49.8658,
"eval_precisions_2": 23.8109,
"eval_precisions_3": 14.3337,
"eval_precisions_4": 9.1922,
"eval_ref_len": 21250,
"eval_rouge1": 0.4307,
"eval_rouge2": 0.2406,
"eval_rougeL": 0.4161,
"eval_rougeLsum": 0.416,
"eval_runtime": 480.4816,
"eval_samples_per_second": 4.587,
"eval_steps_per_second": 1.147,
"eval_sys_len": 19003,
"eval_totals_1": 19003,
"eval_totals_2": 16799,
"eval_totals_3": 14595,
"eval_totals_4": 12391,
"step": 2765
},
{
"epoch": 19.92,
"learning_rate": 0.0001,
"loss": 0.7993,
"step": 2900
},
{
"epoch": 19.92,
"eval_bleu": 17.5799,
"eval_bp": 0.8747,
"eval_counts_1": 9464,
"eval_counts_2": 3970,
"eval_counts_3": 2078,
"eval_counts_4": 1126,
"eval_exact_match": 0.0327,
"eval_f1": 0.4269,
"eval_gen_len": 13.9959,
"eval_loss": 1.454466700553894,
"eval_precisions_1": 50.4989,
"eval_precisions_2": 24.0068,
"eval_precisions_3": 14.498,
"eval_precisions_4": 9.2835,
"eval_ref_len": 21250,
"eval_rouge1": 0.4349,
"eval_rouge2": 0.2424,
"eval_rougeL": 0.4194,
"eval_rougeLsum": 0.4192,
"eval_runtime": 476.8512,
"eval_samples_per_second": 4.622,
"eval_steps_per_second": 1.155,
"eval_sys_len": 18741,
"eval_totals_1": 18741,
"eval_totals_2": 16537,
"eval_totals_3": 14333,
"eval_totals_4": 12129,
"step": 2900
},
{
"epoch": 19.92,
"step": 2900,
"total_flos": 4.449947965854843e+17,
"train_loss": 1.5141178552035628,
"train_runtime": 27637.7455,
"train_samples_per_second": 6.74,
"train_steps_per_second": 0.105
}
],
"logging_steps": 500,
"max_steps": 2900,
"num_train_epochs": 20,
"save_steps": 500,
"total_flos": 4.449947965854843e+17,
"trial_name": null,
"trial_params": null
}